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Description: Purpose of Review: Sleep problems are a common comorbidity for children with autism spectrum disorder (ASD) and research in this area has a relatively long history. Within this review, we first outline historic patterns in the field of sleep and ASD. Second, we conducted a systematic update and coded these studies based on their alignment with historic patterns. Research on ASD and sleep over the past two decades has primarily focused on four principal areas: (1) documenting the prevalence and types of sleep problems, (2) sleep problem treatment options and efficacy, (3) how sleep problems are associated with other behavioral, contextual, or biological elements, and (4) the impact of child sleep problems on families and care providers. The systematic update in this paper includes empirical studies published between 2018-2021 with terms for sleep and ASD within the title, keywords, or abstract. Recent Findings: In sum, 60 studies fit the inclusion/exclusion criteria and most fit within the historic patterns noted above. Notable differences included more global representation in study samples, studies on the impacts of COVID-19, and a growing body of work on sleep problems as an early marker of ASD. The majority of studies focus on correlates of sleep problems noting less optimal behavioral, contextual, and biological elements are associated with sleep problems across development for children with ASD. Summary: Recommendations for future directions include continued expansion of global and age representation across samples, a shift toward more treatment and implementation science, and studies that inform our mechanistic understanding of how sleep and ASD are connected.